CHORALized events

Dates: 21-24 May, 2024

Location: International Center for Theoretical Physics, Trieste, Italy.

Website: https://indico.ictp.it/event/10478

The fifth edition of "Youth in High Dimensions" will give to young researchers the opportunity to present recent results on statistical problems, in areas ranging from machine learning and inference to neuroscience or statistical physics. Typical problems in high-dimensions include estimating noisy signals (compressed sensing, PCA and tensor decomposition), analysing (deep) neural networks, detecting communities in large networks, or modelling disordered spin systems. These seemingly unrelated problems share many similarities in their phenomenology and in the tools used to analyse them. The core of the field is made of a very active, diverse and quickly expanding community of physicists, computer scientists, mathematicians, information theorists and engineers, with the common desire to tackle increasingly challenging problems at the forefront of data science.